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Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks 4 Days Ago by usmanmalik57 … sns from itertools import combinations from collections import Counter from sklearn.metrics import hamming_loss, accuracy_score from rouge_score import rouge_scorer from openai import OpenAI from google… Re: Question/Answering over SQL Data Using LangGraph Framework 2 Weeks Ago by Pelorus_1 Through its combination of natural language processing and structured query generation, LangGraph makes interfacing with databases and extracting insights over SQL data easier than ever. DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization 1 Month Ago by usmanmalik57 … from fireworks.client import Fireworks import os import pandas as pd import time from rouge_score import rouge_scorer from sklearn.metrics import accuracy_score from collections import defaultdict from… Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by usmanmalik57 … groq import Groq import os import pandas as pd from rouge_score import rouge_scorer from sklearn.metrics import accuracy_score from collections import defaultdict from google.colab import userdata… Benchmarking DeepSeek R1 for Text Classification and Summarization 2 Months Ago by usmanmalik57 …. ```python from huggingface_hub import InferenceClient import os import pandas as pd from rouge_score import rouge_scorer from sklearn.metrics import accuracy_score from collections import defaultdict ``` ## Calling DeepSeek… Implementing a Dynamic Filter Option in a Web Application 1 Month Ago by YashSmith … keyword, set minimum and maximum values, and filter by category. import React, { useState } from "react"; const DataFilter = ({ data }) =>… Re: WooCommerce Duplicate Categories 2 Months Ago by simplixi … on your production website. **It usually happens due to the import process creating new categories instead of matching with existing ones… and merging duplicate categories **Review Import Settings** * If you plan to import demo content again, check the import settings to see if there… Re: Fine-tuning OpenAI Vision Models for Visual Question-Answering 2 Months Ago by RKE2 Fine-tuning OpenAI Vision Models for visual question-answering is an exciting step forward in AI! It is amazing how these models can combine image recognition with natural language processing to provide accurate, context-aware answers. Cannot wait to see more advancements! Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by rproffitt "Wiz Research Uncovers Exposed DeepSeek Database Leaking Sensitive Information" "Security researchers tested 50 well-known jailbreaks against DeepSeek’s popular new AI chatbot. It didn’t stop a single one." It only seems to get worse the more you look at DeepSeek. And I must note how it is known to not want to talk about … Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by policenbicleara Llama-70B struggles with sentiment analysis (69% accuracy) vs. Qwen-32B (87%). Summarization performance is weaker, with lower ROUGE scores. Qwen-32B is the better choice—smaller, faster, and more accurate. Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 1 Month Ago by Pelorus_1 Great breakdown of DeepSeek R1 Distill LLaMA 70B! The explanation of text classification and summarization is clear and insightful. Appreciate the practical examples—makes implementation much easier. Thanks for sharing! Re: #import? 16 Years Ago by Radical Edward #import isn't available in C or C++, but if you … #import instead of @class 9 Years Ago by ravi_14 ….h" @class Asset; //i have used import "Asset.h" which contains definition for asset @interface … second line , author has used @class. I have implemented with import "Asset.h" Please explain the difference between two… import a data table with spaces and export one column 11 Years Ago by shakin ** # import a data table with space? # ** Good day! I need to … import requests endPoint = 'https://api.mnotify.com/api/template' apiKey = 3 Years Ago by Wis_874 import requests endPoint = 'https://api.mnotify.com/api/template' apiKey = 'YOUR_API_KEY' url = endPoint + '?key=' + apiKey response = requests.get(url) data = response.json(); Re: Import an new library in Netbeans (Jackcess) 11 Years Ago by JamesCherrill `import static` imports any static final variables from a class (eg Colors from the Color class). Youu probably should be using just `import com.healthmarketscience.jackcess.Database.*; ` to import the classes. #import? 16 Years Ago by CoolGamer48 Hey, I'm learning Objective-C, and they use [ICODE]#import "File.h"[/ICODE] instead of [ICODE]#include "….h"[/ICODE]. The tutorial I'm using says that import is like an include once thing, and it basically implements… Re: #import? 16 Years Ago by ArkM …'s a common practice in C++ to implement Object-C @import semantics via sacramental [code=cplusplus] // Header file started... #ifndef HEADER_NAME_DERIVATIVE_ID… features in C++ and C preprocessors to do it. The #import preprocessor directive in MS Visual C++ has totally different semantics… Re: #import? 16 Years Ago by CoolGamer48 So #import is specific to Obj-C? Re: #import? 16 Years Ago by ArkM There are Obj_C #import analogues in some other languages (in PHP, for example), but no such directive in C and C++. It's a common case, Object-C != C++... Import from ??? 10 Years Ago by ZZMike …;"One of the different things about Python is the import statement. How do you tell where a function or class… Re: Import from ??? 10 Years Ago by Gribouillis Well, you can use the index of the python documentation https://docs.python.org/3/genindex-all.html It could be your beginner's project: write a command line tool which tells you from which module you can import symbols. Re: Import from ??? 10 Years Ago by vegaseat Can be as simple as ... import pip print(pip) Re: Import from ??? 10 Years Ago by ZZMike Perfect!!!! The "magic string" there is 'in module'. And, of course, I just noticed that the chapter headings there are WhereItComesFrom? ("6.2. re — Regular expression operations" - so 'import re') Re: import a data table with spaces and export one column 11 Years Ago by shakin … without additonal intel Again the logic hope import data into an array for each field (import space char when blank) export array… import data ftom excel to database using JDBC 12 Years Ago by ef_mag … APACHE POI: import java.io.FileInputStream; import java.io.IOException; import java.util.ArrayList; import java.util.Iterator; import java.util.List; import org.apache.poi… Re: import csv pdo msql 10 Years Ago by nadiam …"connection.php"; $session = $_SESSION['sess_user_id']; //Import uploaded file to Database $handle = fopen($_FILES['csv']['tmp_name…'], "r"); $import=$dbh->prepare("INSERT INTO contact1( user_id,… import separate scripts in python 12 Years Ago by vy_007 …` from Tkinter import * from PIL import Image, ImageTk, ImageEnhance import sys import os import ttk import img_func import en2 import center root =…Function for Browse Ip File Button def sel_ip(): import tkFileDialog toplevel = Tk() toplevel.withdraw() global … Re: import csv pdo msql 10 Years Ago by nadiam …h2>"; readfile($_FILES['csv']['tmp_name']); } //Import uploaded file to Database $handle = fopen($_FILES['csv…']['tmp_name'], "r"); $import=$dbh->prepare("INSERT INTO contact1( user_id, … Import error with py2exe 16 Years Ago by lllllIllIlllI … from email.MIMEMultipart import MIMEMultipart from email.MIMEBase import MIMEBase from email.MIMEText import MIMEText from email import Encoders import pythoncom, pyHook import os global s…